Data Structures and Algorithm Analysis in Java, authored by Mark Weiss, bridges the gap between traditional CS2 courses and advanced algorithms analysis, aligning with the old ACM Curriculum Guidelines under course CS7. This book is designed for students and professionals who aim to hone their programming skills alongside algorithmic analysis. It assumes a background in intermediate programming, including object-based programming and recursion, as well as some familiarity with discrete mathematics.

The text covers a broad spectrum of topics from binary heaps through sorting and NP-completeness, and includes a dedicated chapter on amortized analysis and advanced data structures. Weiss’s approach ensures that each algorithm is meticulously analyzed, with the inclusion of figures and step-by-step examples illustrating successive stages of algorithms. This rigorous examination helps readers understand not only how to implement efficient programs but also why certain approaches are more effective than others.

The book spans 648 pages and includes full access to source code, enhancing the practical application of theoretical concepts. With its clear explanations and logical organization, this edition aims to equip readers with both deep understanding and practical skills in data structures and algorithm analysis using Java as the primary programming language.